Validating the validation: reanalyzing a large-scale comparison of deep learning and machine learning models for bioactivity prediction.
Matthew C. RobinsonRobert C. GlenAlpha A. LeePublished in: J. Comput. Aided Mol. Des. (2020)
Keyphrases
- deep learning
- machine learning models
- predictive model
- machine learning
- unsupervised learning
- spam filtering
- unsupervised feature learning
- prediction model
- learning models
- machine learning approaches
- machine learning algorithms
- weakly supervised
- real world
- mental models
- data sets
- loss function
- natural language processing
- artificial neural networks